{"doi":"10.11159/icsta20.105","title":"A MCEM based multistate model of interval-censored and correlated panel data for neurocysticercosis study","abstract":"We propose a multistate model to analyse interval-censored event-history data subject to within-unit clustering. The model is motivated by a study of the neurocysticercosis evolution at cyst-level, considering the multiple cysts phases within the brain at prescheduled imaging time points. Of interest is the study of the intra-brain distribution of the process leading to cyst resolution, and whether this distribution varies with the anthelmintic treatment. We develop a likelihood-based method using Monto Carlo EM algorithm for the inference. The practical utility of the methods is illustrated using data from a longitudinal study on albendazole's therapeutic effect among patients from six hospitals in Ecuador.","journal":"Proceedings of the International Conference on Statistics, Theory and Applications (ICSTA ...)","year":2020,"id":130556,"datarank":0.0,"base_score":0.0,"endowment":0.0,"self_citation_contribution":0.0,"citation_network_contribution":0.0,"self_endowment_contribution":0.0,"citer_contribution":0.0,"corpus_percentile":null,"corpus_rank":null,"citation_count":0,"citer_count":0,"citers_with_citation_signal":0,"citers_with_endowment":0,"datacite_reuse_total":0,"is_dataset":false,"is_dataset_confidence":0.9238,"is_data_producer":false,"deposit_databanks":null,"is_oa":true,"file_count":0,"downloads":0,"has_version_chain":false,"published_date":"2020-01-01","fair_score":null,"fair_percentile":null,"algorithm_id":"datarank_citation_only_1hop_v6","ranking_scope":"data_only","authors":[{"id":583257,"name":"Elizabeth A. Kelvin","orcid":"0000-0002-0566-8697","position":1,"is_corresponding":false},{"id":583258,"name":"Arturo Carpio","orcid":"0000-0002-5821-6379","position":2,"is_corresponding":false},{"id":583828,"name":"Allen Hauser","orcid":null,"position":3,"is_corresponding":false},{"id":583256,"name":"Hongbin Zhang","orcid":"0000-0002-2156-1005","position":0,"is_corresponding":true}],"reference_count":17,"raw_metadata":null,"created_at":"2026-07-18T23:15:56.698770Z","pmid":null,"pmcid":null,"fwci":null,"citation_percentile":null,"influential_citations":0,"oa_status":null,"license":null,"views":0,"total_file_size_bytes":0,"version_count":0,"fair_f":null,"fair_a":null,"fair_i":null,"fair_r":null,"fair_zscore":null,"fair_rationale":null,"fair_model":null,"fair_agent_version":null,"fair_fulltext_source":null,"fair_has_llm":null,"fair_computed_at":null,"clinical_trials":[],"software_tools":[],"db_accessions":[],"linked_datasets":[],"topics":[]}